Evolutionary deep reinforcement learning for dynamic slice management in O-RAN
The next-generation wireless networks are required to satisfy a variety of services and
criteria concurrently. To address upcoming strict criteria, a new open radio access network …
criteria concurrently. To address upcoming strict criteria, a new open radio access network …
Securing 5g openran with a scalable authorization framework for xapps
The ongoing transformation of mobile networks from proprietary physical network boxes to
virtualized functions and deployment models has led to more scalable and flexible network …
virtualized functions and deployment models has led to more scalable and flexible network …
System-level Analysis of Adversarial Attacks and Defenses on Intelligence in O-RAN based Cellular Networks
While the open architecture, open interfaces, and integration of intelligence within Open
Radio Access Network technology hold the promise of transforming 5G and 6G networks …
Radio Access Network technology hold the promise of transforming 5G and 6G networks …
Open radio access network challenges for next generation mobile network
Due to the tightly-coupled hardware and software architecture of existing RAN systems and
their non-flexibility, disaggregation of software and hardware can bring many …
their non-flexibility, disaggregation of software and hardware can bring many …
Learning with Side Information: Elastic Multi-resource Control for the Open RAN
The open radio access network (O-RAN) architecture provides enhanced opportunities for
integrating machine learning in 5G/6G resource management by decomposing RAN …
integrating machine learning in 5G/6G resource management by decomposing RAN …
Toward open integrated access and backhaul with O-RAN
Millimeter wave (mmWave) communications has been recently standardized for use in the
fifth generation (5G) of cellular networks, fulfilling the promise of multi-gigabit mobile …
fifth generation (5G) of cellular networks, fulfilling the promise of multi-gigabit mobile …
Moving towards open radio access networks with blockchain technologies
The Open Radio Access Network (O-RAN) introduces openness and intelligence into the
existing, tightly-coupled RAN ecosystem. Openness promotes collaboration among various …
existing, tightly-coupled RAN ecosystem. Openness promotes collaboration among various …
6G: the next giant leap for AI and ML
Abstract The technologies like Artificial Intelligence (AI), Machine Learning (ML) and sixth
generation (6G) echo systems have the potential to generate breakthrough results in the …
generation (6G) echo systems have the potential to generate breakthrough results in the …
EdgeRIC: Empowering realtime intelligent optimization and control in NextG networks
Radio Access Networks (RAN) are increasingly softwarized and accessible via data-
collection and control interfaces. RAN intelligent control (RIC) is an approach to manage …
collection and control interfaces. RAN intelligent control (RIC) is an approach to manage …
Energy conserved computation offloading for O-RAN based IoT systems
L Wang, J Zhou, Y Wang, B Lei - ICC 2022-IEEE International …, 2022 - ieeexplore.ieee.org
Executing computation offloading under the mobile edge computing (MEC) network
architecture is a widely recognized way to reduce latency and energy consumption for IoT …
architecture is a widely recognized way to reduce latency and energy consumption for IoT …